amplifier-openclaw

Delegate complex tasks to Amplifier's multi-agent framework. Use when: (1) research/comparison needing multiple perspectives, (2) multi-file code projects, (3) architecture/design reviews, (4) user asks for deep/thorough work. NOT for: simple Q&A, quick edits, casual chat, anything needing <5s response. CLI: amplifier-openclaw.

View Source SKILL.md

Stars

Installs

Status

ACTIVE

Visibility

PUBLIC

安装方式

直接复制以下提示词，发送给你的 AI 助手即可完成安装。

请先检查是否已安装 SkillHub 商店，若未安装，请根据 https://skillhub-1388575217.cos.ap-guangzhou.myqcloud.com/install/skillhub.md 安装 SkillHub 商店，然后安装 amplifier-openclaw 技能。若已安装，则直接安装 amplifier-openclaw 技能。

Overview

Skill Key: bkrabach/amplifier-openclaw
Author: bkrabach
Source Repo: openclaw/skills
Version: -
Source Path: skills/bkrabach/amplifier-openclaw
Latest Commit SHA: e0d778e75286965081ed64d3d87ed6c761d47a21

Extracted Content

SKILL.md excerpt

# Amplifier — Multi-Agent Delegation

Amplifier is a multi-agent AI framework. Delegate tasks that benefit from specialist agents, structured workflows, or parallel investigation.

## When to Delegate

**High confidence → delegate immediately:**
- "Research X and compare approaches"
- "Build a Python tool that does X"
- "Review this code for security and design"
- User says "amplifier", "deep dive", "thorough", "comprehensive"
- Task has clear subtasks benefiting from parallel agents

**Medium confidence → offer the choice:**
- "I can do a quick analysis, or delegate to Amplifier for a thorough multi-agent review."

**Low confidence → handle yourself:**
- Simple Q&A, quick code edits, casual conversation, anything needing immediate response

## Usage

### Basic Delegation

```bash
exec command:"amplifier-openclaw run 'Research the top 3 Python web frameworks' --bundle foundation" background:true timeout:600
```

### With Model Selection

Pass `--model` to override the default model:

```bash
exec command:"amplifier-openclaw run --model your-preferred-model 'Deep code review' --bundle foundation" background:true timeout:600
```

**Tip:** Pass `--model` matching the model from your OpenClaw Runtime line so Amplifier uses the same one.


### Bundles

```bash
amplifier-openclaw bundles list
```

| Bundle | Best For |
|--------|----------|
| `foundation` | General: research, analysis, planning (default) |
| `superpowers` | Multi-agent brainstorm, deep investigation |
| `coder` | Code generation, refactoring, debugging |

### Session Persistence

```bash
# Start a named session
exec command:"amplifier-openclaw run --session-name my-project 'Start building the auth module' --bundle foundation" background:true

# Resume later
exec command:"amplifier-openclaw run --resume --session-name my-project 'Now add unit tests'" background:true
```

### Modes

Amplifier supports slash-command modes in prompts. **Modes do not carry over between runs** — include the mode at the start of...

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